OpenML
14365

Run 14365

Task 28 (Supervised Classification) optdigits Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomCommittee_RandomTree(1)Weka implementation of RandomCommittee
weka.RandomCommittee_RandomTree(1)_I10
weka.RandomCommittee_RandomTree(1)_S1
weka.RandomCommittee_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomCommittee_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5179.8936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0266
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1477
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.1929[573.19771601695391016.0585376856843483.6674820550281910.85482906678911757.185869335973]